Why do I receive a 'GLIBCXX not found' or 'unable to resolve the name' error when using a Python module with MATLAB?

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MathWorks Support Team 2023-3-23

1
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此问题的直接链接

https://ww2.mathworks.cn/matlabcentral/answers/1934285-why-do-i-receive-a-glibcxx-not-found-or-unable-to-resolve-the-name-error-when-using-a-python-mod

编辑： MathWorks Support Team 2023-11-29

When I try to use scipy (version 1.10.0) with Python 3.9 and MATLAB R2022b on Ubuntu 20.04, I get an 'unable to resolve the name' error

>> pts = py.numpy.random.default_rng().random([int32(30), int32(3)]);
>> kdtree = py.scipy.spatial.KDTree(pts)
Unable to resolve the name 'py.scipy.spatial.KDTree'.

When I try to import scipy.spatial in MATLAB, I get a different error: "../sys/os/glnxa64/libstdc++.so.6: version `GLIBCXX_3.4.29' not found"

>> py.importlib.import_module('tensorflow')
>> spatial = py.importlib.import_module('scipy.spatial')
Error using _kdtree><module>
Python Error: ImportError:
<matlabroot>/bin/glnxa64/../../sys/os/glnxa64/libstdc++.so.6:
version `GLIBCXX_3.4.29' not found (required by
<path to virtual environment>/lib/python3.9/site-packages/scipy/spatial/_ckdtree.cpython-39-x86_64-linux-gnu.so)
...

How can I use my module with Python Interface?

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Answer 1

MathWorks Support Team 2023-11-29

0
链接

此回答的直接链接

https://ww2.mathworks.cn/matlabcentral/answers/1934285-why-do-i-receive-a-glibcxx-not-found-or-unable-to-resolve-the-name-error-when-using-a-python-mod#answer_1199625

编辑：MathWorks Support Team 2023-11-29

This error message indicates a difference between the MATLAB and Python versions of libstdc++. You can fix this issue using the following steps.

1) Locate the libstdc++ library used by Python. You can do this by using "ldd".

ldd <path to spatial module library>/_ckdtree.cpython-310-x86_64-linux-gnu.so

2) Set LD_PRELOAD to the libstdc++ library path found from step 1. For example, with a bash shell execute this command.

$ export LD_PRELOAD=<path to libstdc++library>/libstdc++.so.6:$LD_PRELOAD

You can use the echo command to confirm that LD_PRELOAD is set up correctly.

$ echo $LD_PRELOAD

3) Launch MATLAB from the same terminal used for setting LD_PRELOAD in step 2.

4) For releases R023a, and earlier, set up the MATLAB Python environment to use "InProcess" execution mode.

>> pyenv('ExecutionMode','InProcess')

For releases R2023b, and later, this workaround should work for both "InProcess" and "OutOfProcess" execution mode.

5) Test

>> pts = py.numpy.random.default_rng().random([int32(30), int32(3)]);
>> kdtree = py.scipy.spatial.KDTree(pts)
kdtree =
  Python KDTree with properties:
…
>> spatial = py.importlib.import_module('scipy.spatial')
spatial =
  Python module with properties:
          voronoi_plot_2d: [1×1 py.function]
                  cKDTree: [1×1 py.type]
…